Step-by-Step Feature Manual & Tutorials

How to Use Project Pak-LLM

Practical, step-by-step documentation on Sovereign Chat, RAG Vector Search, 12+ Demographic Skills, Pak-Workflows Studio, FLUX/Wan Multimedia, PQC Vault, and all 9 package tiers.

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Documentation Chapters (16)

1. Sovereign Chat & Regional Prompting

Interact with Pakistan's domestic LLM using native Nastaliq Urdu, Pashto, Sindhi, Balochi, Arabic, and English with up to 95% token savings (based on internal benchmarks comparing native Nastaliq BPE tokenization against standard Western LLM tokenizers), zero foreign data routing, and audio voice synthesis.

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Step 1: Start a New Workspace Chat

Open the Chat Workspace (/chat). Type your inquiry in standard Nastaliq Urdu (اردو), Roman Urdu, Pashto, Sindhi, Balochi, Arabic, or English. Press Enter or click the Send button to stream the response.

Best Practice Tips
  • Native Nastaliq BPE Tokenizer consumes up to 95% fewer tokens per prompt compared to Western LLMs (based on internal benchmarks comparing native Nastaliq BPE tokenization against standard Western LLM tokenizers).
  • Click the Microphone icon to speak your prompt in Urdu or English with automatic speech-to-text.
  • Click the Speaker icon on any AI response to listen to crisp native Urdu voice synthesis.
  • Click the Keyboard icon (⌨️) in the input bar or sidebar to install Google Gboard (Android/iOS) or Windows/Mac Urdu Phonetic keyboards.
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Step 2: Attach Reference Documents & Invoices

Click the '+' button in the chat input box and select 'Attach Document / File'. Upload court judgments, tax challans, utility bills, or business contracts in PDF, DOCX, TXT, or CSV format (up to 20MB).

Best Practice Tips
  • Pak-LLM parses English, Urdu, and bilingual legal contracts with page-level semantic referencing.
  • Ask targeted questions like: 'اس کنٹریکٹ میں ادائیگی کی شرائط اور جرمانے کی شقیں کیا ہیں؟'
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Step 3: Monitor Live Token Quota Consumption

Observe the live Token Meter at the bottom of the sidebar. Every query reports the exact token count consumed, remaining quota, and days left in your tenure.

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